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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF335 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF335 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF335 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF335 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
